Dharmashankar Subramanian
Dharmashankar Subramanian
Principal Research Staff Member/Manager, IBM Research
Потвърден имейл адрес: us.ibm.com
An approximate solution method for large risk-averse Markov decision processes
M Petrik, D Subramanian
arXiv preprint arXiv:1210.4901, 2012
Dynamic optimization strategies for three-dimensional conflict resolution of multiple aircraft
AU Raghunathan, V Gopal, D Subramanian, LT Biegler, T Samad
Journal of guidance, control, and dynamics 27 (4), 586-594, 2004
MILP and NLP techniques for centralized trajectory planning of multiple unmanned air vehicles
F Borrelli, D Subramanian, AU Raghunathan, LT Biegler
2006 American Control Conference, 6 pp., 2006
A simulation‐optimization framework for research and development pipeline management
D Subramanian, JF Pekny, GV Reklaitis
AIChE Journal 47 (10), 2226-2242, 2001
Simulation‐optimization framework for stochastic optimization of R&D pipeline management
D Subramanian, JF Pekny, GV Reklaitis, GE Blau
AIChE Journal 49 (1), 96-112, 2003
Predicting likelihood of on-time product delivery, diagnosing issues that threaten delivery, and exploration of likely outcome of different solutions
MR Cantor, E Duesterwald, T Klinger, PK Malkin, PM Matchen, ...
US Patent 9,251,484, 2016
A simulation—optimization framework for addressing combinatorial and stochastic aspects of an R&D pipeline management problem
D Subramanian, JF Pekny, GV Reklaitis
Computers & Chemical Engineering 24 (2-7), 1005-1011, 2000
Global self-attention as a replacement for graph convolution
MS Hussain, MJ Zaki, D Subramanian
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
Method and system for intermediate to long-term forecasting of electric prices and energy demand for integrated supply-side energy planning
JR Jakagnanam, D Subramanian
US Patent App. 12/564,753, 2011
Proximal graphical event models
D Bhattacharjya, D Subramanian, T Gao
Advances in Neural Information Processing Systems 31, 2018
Wireless routing systems and methods
SN Kolavennu, D Subramanian, A Mathur
US Patent 7,826,373, 2010
Equilibrium theory for solvent vapor recovery by pressure swing adsorption: analytical solution for process performance
D Subramanian, JA Ritter
Chemical engineering science 52 (18), 3147-3160, 1997
System and method of collision avoidance using an invarient set based on vehicle states and dynamic characteristics
K Fregene, F Borelli, D Subramanian
US Patent App. 11/231,356, 2007
Tight approximations of dynamic risk measures
DA Iancu, M Petrik, D Subramanian
Mathematics of Operations Research 40 (3), 655-682, 2015
RAAM: The benefits of robustness in approximating aggregated MDPs in reinforcement learning
M Petrik, D Subramanian
Advances in Neural Information Processing Systems 27, 2014
Prescriptive analytics for allocating sales teams to opportunities
B Kawas, MS Squillante, D Subramanian, KR Varshney
2013 IEEE 13th International Conference on Data Mining Workshops, 211-218, 2013
Map-based trajectory generation
K Ariyur, D Subramanian
US Patent App. 11/105,788, 2006
Methods and apparatuses for control of building cooling, heating and power co-generation systems
D Subramanian, AK Mathur
US Patent 7,567,859, 2009
Edge-augmented graph transformers: Global self-attention is enough for graphs
MS Hussain, MJ Zaki, D Subramanian
arXiv preprint arXiv:2108.03348 3, 2021
Method and system for planning of services workforce staffing using hiring, contracting and cross-training
L An, D Subramanian
US Patent 7,885,846, 2011
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